public void SigmNormalize()
{
double[] values = sigm_normalizer.GetValues();
foreach (var value in values)
{
Assert.GreaterOrEqual(value, 0);
Assert.LessOrEqual(value, 1);
}
}
public void HyperNormalize()
{
double[] values = hyper_normalizer.GetValues();
double min = values[0];
double max = values[0];
foreach (var value in values)
{
Assert.GreaterOrEqual(value, -1);
Assert.LessOrEqual(value, 1);
if (min > value)
{
min = value;
}
if (max < value)
{
max = value;
}
}
MyAssert.CloseTo(min * DataNormalizer.SAFE_KOEFF, -1, 0.025);
MyAssert.CloseTo(max * DataNormalizer.SAFE_KOEFF, 1, 0.025);
}